Multivariate behavioral research
Multilevel Metamodels: Enhancing Inference, Interpretability, and Generalizability in Monte Carlo Simulation Studies.
Joshua B Gilbert, Luke W Miratrix
Published: 202510.1080/00273171.2025.2586631
Abstract
Metamodels, or the regression analysis of Monte Carlo simulation results, provide a powerful tool to summarize simulation findings. However, an underutilized approach is the multilevel metamodel (MLMM) that accounts for the dependent data structure t…
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